Computational commutative algebra in discrete statistics
Giovanni Pistone, Eva Riccomagno, Henry P. Wynn · Contemporary mathematics - American Mathematical Society · 2001
We show that exponential probability models with lattice support are algebraic varieties within which computational and conceptual tools from commutative algebra can be applied. Log-linear models for contingency tables and conditional independence probability models on trees are discussed within this algebraic framework.